User profiles for Jaehyuk Cho

Jaehyuk Cho

Other name: Jaehyuk Cho, 조재혁, JaeHyuk Cho
전북대학교 소프트웨어공학과 교수
Verified email at jbnu.ac.kr
Cited by 285

[HTML][HTML] Forest fire and smoke detection using deep learning-based learning without forgetting

VE Sathishkumar, J Cho, M Subramanian, OS Naren - Fire ecology, 2023 - Springer
Background Forests are an essential natural resource to humankind, providing a myriad of
direct and indirect benefits. Natural disasters like forest fires have a major impact on global …

[HTML][HTML] Image pre-processing method of machine learning for edge detection with image signal processor enhancement

K Park, M Chae, JH Cho - Micromachines, 2021 - mdpi.com
Even though computer vision has been developing, edge detection is still one of the
challenges in that field. It comes from the limitations of the complementary metal oxide …

[HTML][HTML] Machine learning algorithms to predict the catalytic reduction performance of eco-toxic nitrophenols and azo dyes contaminants (Invited Article)

VE Sathishkumar, AG Ramu, J Cho - Alexandria Engineering Journal, 2023 - Elsevier
Removing hazardous substances like azo dyes and nitrophenols from drinking water is
essential for maintaining human health since these substances occur naturally in the …

[HTML][HTML] Advancements in computer-assisted diagnosis of Alzheimer's disease: A comprehensive survey of neuroimaging methods and AI techniques for early …

K Shanmugavadivel, VE Sathishkumar, J Cho… - Ageing Research …, 2023 - Elsevier
Alzheimer's Disease (AD) is a brain disorder that causes the brain to shrink and eventually
causes brain cells to die. This neurological condition progressively hampers cognitive and …

[HTML][HTML] Learning without forgetting by leveraging transfer learning for detecting COVID-19 infection from CT images

M Subramanian, VE Sathishkumar, J Cho… - Scientific Reports, 2023 - nature.com
COVID-19, a global pandemic, has killed thousands in the last three years. Pathogenic
laboratory testing is the gold standard but has a high false-negative rate, making alternate …

[HTML][HTML] A survey on hate speech detection and sentiment analysis using machine learning and deep learning models

…, VE Sathiskumar, G Deepalakshmi, J Cho… - Alexandria Engineering …, 2023 - Elsevier
In today's digital era, the rise of hate speech has emerged as a critical concern, driven by the
rapid information-sharing capabilities of social media platforms and online communities. As …

Multiple types of Cancer classification using CT/MRI images based on Learning without Forgetting powered Deep Learning Models

M Subramanian, J Cho, VE Sathishkumar… - IEEE …, 2023 - ieeexplore.ieee.org
Cancer is the second biggest cause of death worldwide, accounting for one of every six
deaths. On the other hand, early detection of the disease significantly improves the chances of …

[HTML][HTML] Exploring the finite-time dissipativity of Markovian jump delayed neural networks

VE Sathishkumar, R Vadivel, J Cho… - Alexandria Engineering …, 2023 - Elsevier
In this paper, we study the finite-time dissipativity analysis of Markovian jump-delayed
neural networks (MJDNNs). The goal is to establish less conservative results for extended …

[HTML][HTML] Detection of smoking in indoor environment using machine learning

JH Cho - Applied Sciences, 2020 - mdpi.com
Revealed by the effect of indoor pollutants on the human body, indoor air quality management
is increasing. In particular, indoor smoking is one of the common sources of indoor air …

[HTML][HTML] DoS attack detection using online learning techniques in wireless sensor networks

TT Lai, TP Tran, J Cho, M Yoo - Alexandria Engineering Journal, 2023 - Elsevier
Wireless sensor network (WSN) models pose substantial security vulnerabilities since most
WSNs are deployed in unattended hostile environments. This research focuses on denial-of-…